{"id":"W7135532801","doi":"","title":"Transdisciplinary working","year":2017,"lang":"en","type":"article","venue":"Discovery Research Portal (University of Dundee)","topic":"Interdisciplinary Research and Collaboration","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University; University of Toronto","funders":"","keywords":"","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01113345,0.001039324,0.0006959978,0.003786885,0.01020421,0.01569797,0.002763455,0.00268434,0.2485322],"category_scores_gemma":[0.01909999,0.0006262413,0.0009215341,0.003422987,0.003053383,0.008626637,0.02603785,0.003924967,0.07075502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004747745,"about_ca_system_score_gemma":0.01635461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003793612,"about_ca_topic_score_gemma":0.005617718,"domain_scores_codex":[0.9869327,0.004719764,0.0006782697,0.002107415,0.00317266,0.002389215],"domain_scores_gemma":[0.9644552,0.004596665,0.001119361,0.00958045,0.006678834,0.01356938],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002473295,0.0004005459,0.004800573,0.0004095602,0.00004267308,0.0006107806,0.02829478,0.000337488,0.002342367,0.3484756,0.3326203,0.281418],"study_design_scores_gemma":[0.00001291608,0.00003475318,0.001088095,0.0001301212,0.000007308084,0.0001983581,0.01023558,0.0001210804,0.000385055,0.0174568,0.9703144,0.0000154163],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01322132,0.0006556927,0.0163313,0.009346986,0.002156367,0.0003560494,0.0005909096,0.0006944878,0.9566468],"genre_scores_gemma":[0.1151461,0.0006202434,0.01013794,0.002583365,0.0003267198,0.000598749,0.001143656,0.0005252809,0.868918],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2485322,"threshold_uncertainty_score":0.831423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3106778022931658,"score_gpt":0.4734803400872442,"score_spread":0.1628025377940784,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}